Specialty › Precision & CI width

Single proportion

Precision-based sizing finds the n that gives a confidence interval on a proportion a target half-width, by the Wald formula, which is conservative near p ≈ 0.5.

What is Single proportion?

The Wald-formula n = z²·p·(1−p) / E² is maximised at p = 0.5, where the required n is largest. Using p = 0.5 as the planning value gives a conservative n that works for any true p.

For very small or very large expected p, Wilson-based formulas give tighter sample sizes; for routine planning, Wald with p = 0.5 is the safe default.

When should I use Single proportion?

  • Prevalence / response-rate studies.

What data does it need?

Expected p + target half-width E + confidence.

What does it report?

Required n.

Formula

n = z² · p · (1 − p) / E²

How do I interpret the result?

Conservative defaults: use p = 0.5 to get the maximum required n unless you have a tighter expected value.

See also